How to mass delete information from a field for a group of Contact records

A large number of Contact records have incorrect data in a single field, such as Email Address. This may be due to an incorrect Import or Batch Update that was done. Since the Batch Update process only allows users to overwrite fields with new information, is there any way to "clear" or "blank" out the field for all of these supporters?